Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 77947 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.7 MiB |
| Average record size in memory | 104.0 B |
Variable types
| NUM | 12 |
|---|---|
| CAT | 1 |
Reproduction
| Analysis started | 2020-11-20 08:59:02.016536 |
|---|---|
| Analysis finished | 2020-11-20 08:59:44.382510 |
| Duration | 42.37 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Value.7 is highly correlated with Value | High correlation |
Value is highly correlated with Value.7 | High correlation |
Value.9 is highly skewed (γ1 = 22.44607899) | Skewed |
Benutzerdefiniert has unique values | Unique |
Value.9 has 70053 (89.9%) zeros | Zeros |
Running App ID has 23661 (30.4%) zeros | Zeros |
| Distinct count | 77947 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38973.0 |
|---|---|
| Minimum | 0 |
| Maximum | 77946 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3897.3 |
| Q1 | 19486.5 |
| median | 38973 |
| Q3 | 58459.5 |
| 95-th percentile | 74048.7 |
| Maximum | 77946 |
| Range | 77946 |
| Interquartile range (IQR) | 38973 |
Descriptive statistics
| Standard deviation | 22501.50505 |
|---|---|
| Coefficient of variation (CV) | 0.5773613798 |
| Kurtosis | -1.2 |
| Mean | 38973 |
| Median Absolute Deviation (MAD) | 19487 |
| Skewness | 0 |
| Sum | 3037828431 |
| Variance | 506317729.7 |
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 27288 | 1 | < 0.1% | |
| 8849 | 1 | < 0.1% | |
| 14994 | 1 | < 0.1% | |
| 12947 | 1 | < 0.1% | |
| 2708 | 1 | < 0.1% | |
| 661 | 1 | < 0.1% | |
| 6806 | 1 | < 0.1% | |
| 4759 | 1 | < 0.1% | |
| 25241 | 1 | < 0.1% | |
| Other values (77937) | 77937 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 77946 | 1 | < 0.1% | |
| 77945 | 1 | < 0.1% | |
| 77944 | 1 | < 0.1% | |
| 77943 | 1 | < 0.1% | |
| 77942 | 1 | < 0.1% |
| Distinct count | 17179 |
|---|---|
| Unique (%) | 22.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9116221.272095142 |
|---|---|
| Minimum | 390396 |
| Maximum | 41523276 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 390396 |
|---|---|
| 5-th percentile | 415920 |
| Q1 | 418200 |
| median | 2108088 |
| Q3 | 16353528 |
| 95-th percentile | 41493993.6 |
| Maximum | 41523276 |
| Range | 41132880 |
| Interquartile range (IQR) | 15935328 |
Descriptive statistics
| Standard deviation | 12041547.48 |
|---|---|
| Coefficient of variation (CV) | 1.320892409 |
| Kurtosis | 1.015063166 |
| Mean | 9116221.272 |
| Median Absolute Deviation (MAD) | 1692164 |
| Skewness | 1.423969584 |
| Sum | 7.105820995e+11 |
| Variance | 1.449988656e+14 |
| Value | Count | Frequency (%) | |
| 417716 | 238 | 0.3% | |
| 2109612 | 224 | 0.3% | |
| 415864 | 214 | 0.3% | |
| 417500 | 197 | 0.3% | |
| 418020 | 178 | 0.2% | |
| 2109524 | 168 | 0.2% | |
| 417032 | 166 | 0.2% | |
| 416984 | 164 | 0.2% | |
| 418132 | 159 | 0.2% | |
| 418024 | 158 | 0.2% | |
| Other values (17169) | 76081 | 97.6% |
| Value | Count | Frequency (%) | |
| 390396 | 13 | < 0.1% | |
| 395204 | 1 | < 0.1% | |
| 401808 | 37 | < 0.1% | |
| 402108 | 2 | < 0.1% | |
| 402112 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 41523276 | 3 | < 0.1% | |
| 41523272 | 1 | < 0.1% | |
| 41523232 | 1 | < 0.1% | |
| 41522820 | 1 | < 0.1% | |
| 41522348 | 1 | < 0.1% |
Value.1
Real number (ℝ≥0)
| Distinct count | 77800 |
|---|---|
| Unique (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1276255370.1510513 |
|---|---|
| Minimum | 23746052 |
| Maximum | 2283942049 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 23746052 |
|---|---|
| 5-th percentile | 896917460.9 |
| Q1 | 1138840772 |
| median | 1159657846 |
| Q3 | 1487533073 |
| 95-th percentile | 1746533883 |
| Maximum | 2283942049 |
| Range | 2260195997 |
| Interquartile range (IQR) | 348692300.5 |
Descriptive statistics
| Standard deviation | 281333601.3 |
|---|---|
| Coefficient of variation (CV) | 0.220436762 |
| Kurtosis | 0.8613055934 |
| Mean | 1276255370 |
| Median Absolute Deviation (MAD) | 138026614 |
| Skewness | 0.1632911241 |
| Sum | 9.948027734e+13 |
| Variance | 7.914859524e+16 |
| Value | Count | Frequency (%) | |
| 1129329668 | 11 | < 0.1% | |
| 1137838626 | 2 | < 0.1% | |
| 1149820305 | 2 | < 0.1% | |
| 1169152736 | 2 | < 0.1% | |
| 1140870720 | 2 | < 0.1% | |
| 1192284512 | 2 | < 0.1% | |
| 1131332853 | 2 | < 0.1% | |
| 1150610283 | 2 | < 0.1% | |
| 1146919118 | 2 | < 0.1% | |
| 1163532173 | 2 | < 0.1% | |
| Other values (77790) | 77918 | > 99.9% |
| Value | Count | Frequency (%) | |
| 23746052 | 1 | < 0.1% | |
| 24375570 | 1 | < 0.1% | |
| 25210035 | 1 | < 0.1% | |
| 29390848 | 1 | < 0.1% | |
| 37387395 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2283942049 | 1 | < 0.1% | |
| 2274721200 | 1 | < 0.1% | |
| 2274061741 | 1 | < 0.1% | |
| 2269012331 | 1 | < 0.1% | |
| 2256715640 | 1 | < 0.1% |
Value.2
Real number (ℝ≥0)
| Distinct count | 152 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28853.484752460005 |
|---|---|
| Minimum | 28176 |
| Maximum | 31152 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 28176 |
|---|---|
| 5-th percentile | 28272 |
| Q1 | 28384 |
| median | 29136 |
| Q3 | 29168 |
| 95-th percentile | 29232 |
| Maximum | 31152 |
| Range | 2976 |
| Interquartile range (IQR) | 784 |
Descriptive statistics
| Standard deviation | 426.1425814 |
|---|---|
| Coefficient of variation (CV) | 0.01476918941 |
| Kurtosis | -1.173215525 |
| Mean | 28853.48475 |
| Median Absolute Deviation (MAD) | 64 |
| Skewness | -0.1983471186 |
| Sum | 2249042576 |
| Variance | 181597.4997 |
| Value | Count | Frequency (%) | |
| 29168 | 13062 | 16.8% | |
| 29152 | 10392 | 13.3% | |
| 29136 | 9903 | 12.7% | |
| 28272 | 6782 | 8.7% | |
| 29184 | 4823 | 6.2% | |
| 28288 | 3545 | 4.5% | |
| 28256 | 3455 | 4.4% | |
| 28304 | 2330 | 3.0% | |
| 28416 | 2161 | 2.8% | |
| 28400 | 1964 | 2.5% | |
| Other values (142) | 19530 | 25.1% |
| Value | Count | Frequency (%) | |
| 28176 | 8 | < 0.1% | |
| 28192 | 3 | < 0.1% | |
| 28208 | 7 | < 0.1% | |
| 28224 | 25 | < 0.1% | |
| 28240 | 47 | 0.1% |
| Value | Count | Frequency (%) | |
| 31152 | 1 | < 0.1% | |
| 30672 | 3 | < 0.1% | |
| 30656 | 1 | < 0.1% | |
| 30640 | 4 | < 0.1% | |
| 30624 | 3 | < 0.1% |
Value.3
Real number (ℝ≥0)
| Distinct count | 24 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57168.35798683721 |
|---|---|
| Minimum | 51000 |
| Maximum | 74000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 51000 |
|---|---|
| 5-th percentile | 52000 |
| Q1 | 53000 |
| median | 57000 |
| Q3 | 59000 |
| 95-th percentile | 70000 |
| Maximum | 74000 |
| Range | 23000 |
| Interquartile range (IQR) | 6000 |
Descriptive statistics
| Standard deviation | 4946.673313 |
|---|---|
| Coefficient of variation (CV) | 0.0865281685 |
| Kurtosis | 0.9769176759 |
| Mean | 57168.35799 |
| Median Absolute Deviation (MAD) | 4000 |
| Skewness | 1.116634052 |
| Sum | 4456102000 |
| Variance | 24469576.86 |
| Value | Count | Frequency (%) | |
| 52000 | 14094 | 18.1% | |
| 53000 | 13549 | 17.4% | |
| 59000 | 12344 | 15.8% | |
| 58000 | 5961 | 7.6% | |
| 54000 | 5336 | 6.8% | |
| 60000 | 4234 | 5.4% | |
| 62000 | 3956 | 5.1% | |
| 57000 | 3833 | 4.9% | |
| 61000 | 3787 | 4.9% | |
| 56000 | 2842 | 3.6% | |
| Other values (14) | 8011 | 10.3% |
| Value | Count | Frequency (%) | |
| 51000 | 75 | 0.1% | |
| 52000 | 14094 | 18.1% | |
| 53000 | 13549 | 17.4% | |
| 54000 | 5336 | 6.8% | |
| 55000 | 1263 | 1.6% |
| Value | Count | Frequency (%) | |
| 74000 | 1 | < 0.1% | |
| 73000 | 110 | 0.1% | |
| 72000 | 513 | 0.7% | |
| 71000 | 1222 | 1.6% | |
| 70000 | 2337 | 3.0% |
Value.4
Real number (ℝ≥0)
| Distinct count | 77932 |
|---|---|
| Unique (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 133977908886.07397 |
|---|---|
| Minimum | 5397141 |
| Maximum | 262142694452 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 5397141 |
|---|---|
| 5-th percentile | 1.486360078e+10 |
| Q1 | 7.320097621e+10 |
| median | 1.356224002e+11 |
| Q3 | 1.948828968e+11 |
| 95-th percentile | 2.478215202e+11 |
| Maximum | 2.621426945e+11 |
| Range | 2.621372973e+11 |
| Interquartile range (IQR) | 1.216819206e+11 |
Descriptive statistics
| Standard deviation | 7.319727188e+10 |
|---|---|
| Coefficient of variation (CV) | 0.5463383665 |
| Kurtosis | -1.103267144 |
| Mean | 1.339779089e+11 |
| Median Absolute Deviation (MAD) | 6.075476518e+10 |
| Skewness | -0.06445745204 |
| Sum | 1.044317606e+16 |
| Variance | 5.357840611e+21 |
| Value | Count | Frequency (%) | |
| 1.490201332e+11 | 11 | < 0.1% | |
| 1.348808850e+11 | 2 | < 0.1% | |
| 2.222331557e+11 | 2 | < 0.1% | |
| 1.191583383e+11 | 2 | < 0.1% | |
| 1.257963028e+11 | 2 | < 0.1% | |
| 1.662165346e+11 | 2 | < 0.1% | |
| 1.61988909e+11 | 1 | < 0.1% | |
| 1.64997981e+11 | 1 | < 0.1% | |
| 9.262223469e+10 | 1 | < 0.1% | |
| 1.53766794e+11 | 1 | < 0.1% | |
| Other values (77922) | 77922 | > 99.9% |
| Value | Count | Frequency (%) | |
| 5397141 | 1 | < 0.1% | |
| 9560278 | 1 | < 0.1% | |
| 10019444 | 1 | < 0.1% | |
| 16726092 | 1 | < 0.1% | |
| 19917795 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.621426945e+11 | 1 | < 0.1% | |
| 2.621371661e+11 | 1 | < 0.1% | |
| 2.621294977e+11 | 1 | < 0.1% | |
| 2.621282776e+11 | 1 | < 0.1% | |
| 2.62126726e+11 | 1 | < 0.1% |
Value.5
Real number (ℝ≥0)
| Distinct count | 27 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55906.80847242357 |
|---|---|
| Minimum | 52000 |
| Maximum | 78000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 52000 |
|---|---|
| 5-th percentile | 53000 |
| Q1 | 54000 |
| median | 54000 |
| Q3 | 55000 |
| 95-th percentile | 74000 |
| Maximum | 78000 |
| Range | 26000 |
| Interquartile range (IQR) | 1000 |
Descriptive statistics
| Standard deviation | 5565.117394 |
|---|---|
| Coefficient of variation (CV) | 0.09954274884 |
| Kurtosis | 7.123767981 |
| Mean | 55906.80847 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.943402536 |
| Sum | 4357768000 |
| Variance | 30970531.61 |
| Value | Count | Frequency (%) | |
| 54000 | 39368 | 50.5% | |
| 55000 | 18153 | 23.3% | |
| 53000 | 10212 | 13.1% | |
| 56000 | 2362 | 3.0% | |
| 75000 | 2097 | 2.7% | |
| 76000 | 999 | 1.3% | |
| 74000 | 860 | 1.1% | |
| 73000 | 495 | 0.6% | |
| 77000 | 475 | 0.6% | |
| 72000 | 346 | 0.4% | |
| Other values (17) | 2580 | 3.3% |
| Value | Count | Frequency (%) | |
| 52000 | 151 | 0.2% | |
| 53000 | 10212 | 13.1% | |
| 54000 | 39368 | 50.5% | |
| 55000 | 18153 | 23.3% | |
| 56000 | 2362 | 3.0% |
| Value | Count | Frequency (%) | |
| 78000 | 115 | 0.1% | |
| 77000 | 475 | 0.6% | |
| 76000 | 999 | 1.3% | |
| 75000 | 2097 | 2.7% | |
| 74000 | 860 | 1.1% |
Value.6
Real number (ℝ≥0)
| Distinct count | 77935 |
|---|---|
| Unique (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 128639075956.33882 |
|---|---|
| Minimum | 7580852 |
| Maximum | 262142274470 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 7580852 |
|---|---|
| 5-th percentile | 1.238127874e+10 |
| Q1 | 6.247859066e+10 |
| median | 1.263877587e+11 |
| Q3 | 1.950733345e+11 |
| 95-th percentile | 2.492589679e+11 |
| Maximum | 2.621422745e+11 |
| Range | 2.621346936e+11 |
| Interquartile range (IQR) | 1.325947438e+11 |
Descriptive statistics
| Standard deviation | 7.61865637e+10 |
|---|---|
| Coefficient of variation (CV) | 0.5922505516 |
| Kurtosis | -1.20736529 |
| Mean | 1.28639076e+11 |
| Median Absolute Deviation (MAD) | 6.629107541e+10 |
| Skewness | 0.0542063751 |
| Sum | 1.002703005e+16 |
| Variance | 5.804392488e+21 |
| Value | Count | Frequency (%) | |
| 1.760413589e+11 | 11 | < 0.1% | |
| 1.526046569e+11 | 2 | < 0.1% | |
| 3.040007934e+10 | 2 | < 0.1% | |
| 1.570866246e+11 | 1 | < 0.1% | |
| 258319956 | 1 | < 0.1% | |
| 7.754900356e+10 | 1 | < 0.1% | |
| 1.542806024e+11 | 1 | < 0.1% | |
| 1.207238976e+11 | 1 | < 0.1% | |
| 2.266188563e+11 | 1 | < 0.1% | |
| 1.792180919e+11 | 1 | < 0.1% | |
| Other values (77925) | 77925 | > 99.9% |
| Value | Count | Frequency (%) | |
| 7580852 | 1 | < 0.1% | |
| 13792017 | 1 | < 0.1% | |
| 13964808 | 1 | < 0.1% | |
| 14835777 | 1 | < 0.1% | |
| 18603284 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.621422745e+11 | 1 | < 0.1% | |
| 2.621401329e+11 | 1 | < 0.1% | |
| 2.621394191e+11 | 1 | < 0.1% | |
| 2.621372399e+11 | 1 | < 0.1% | |
| 2.621365613e+11 | 1 | < 0.1% |
| Distinct count | 27408 |
|---|---|
| Unique (%) | 35.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81771749.35384299 |
|---|---|
| Minimum | 49286532 |
| Maximum | 90512212 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 49286532 |
|---|---|
| 5-th percentile | 49306716 |
| Q1 | 74511082 |
| median | 88786992 |
| Q3 | 90480972 |
| 95-th percentile | 90500588 |
| Maximum | 90512212 |
| Range | 41225680 |
| Interquartile range (IQR) | 15969890 |
Descriptive statistics
| Standard deviation | 12068258.3 |
|---|---|
| Coefficient of variation (CV) | 0.1475846903 |
| Kurtosis | 1.016396671 |
| Mean | 81771749.35 |
| Median Absolute Deviation (MAD) | 1713492 |
| Skewness | -1.424393504 |
| Sum | 6.373862547e+12 |
| Variance | 1.456428585e+14 |
| Value | Count | Frequency (%) | |
| 90486428 | 61 | 0.1% | |
| 90501564 | 61 | 0.1% | |
| 90483044 | 59 | 0.1% | |
| 90487260 | 55 | 0.1% | |
| 90492360 | 54 | 0.1% | |
| 90481884 | 52 | 0.1% | |
| 89616844 | 52 | 0.1% | |
| 88787148 | 50 | 0.1% | |
| 90476864 | 50 | 0.1% | |
| 90481028 | 49 | 0.1% | |
| Other values (27398) | 77404 | 99.3% |
| Value | Count | Frequency (%) | |
| 49286532 | 1 | < 0.1% | |
| 49287336 | 8 | < 0.1% | |
| 49287916 | 1 | < 0.1% | |
| 49288204 | 1 | < 0.1% | |
| 49288284 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 90512212 | 36 | < 0.1% | |
| 90512196 | 15 | < 0.1% | |
| 90511700 | 4 | < 0.1% | |
| 90511544 | 23 | < 0.1% | |
| 90511456 | 14 | < 0.1% |
Value.8
Real number (ℝ≥0)
| Distinct count | 77680 |
|---|---|
| Unique (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36304973.86002027 |
|---|---|
| Minimum | 1227215 |
| Maximum | 208921670 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 1227215 |
|---|---|
| 5-th percentile | 7458813.3 |
| Q1 | 10652824 |
| median | 35547677 |
| Q3 | 53548486.5 |
| 95-th percentile | 78410667.1 |
| Maximum | 208921670 |
| Range | 207694455 |
| Interquartile range (IQR) | 42895662.5 |
Descriptive statistics
| Standard deviation | 27832489.63 |
|---|---|
| Coefficient of variation (CV) | 0.7666302072 |
| Kurtosis | 1.258369254 |
| Mean | 36304973.86 |
| Median Absolute Deviation (MAD) | 24126885 |
| Skewness | 0.9786905473 |
| Sum | 2.829863797e+12 |
| Variance | 7.746474792e+14 |
| Value | Count | Frequency (%) | |
| 54234607 | 11 | < 0.1% | |
| 52728315 | 2 | < 0.1% | |
| 11687867 | 2 | < 0.1% | |
| 35193230 | 2 | < 0.1% | |
| 11928368 | 2 | < 0.1% | |
| 48917547 | 2 | < 0.1% | |
| 50465804 | 2 | < 0.1% | |
| 54555546 | 2 | < 0.1% | |
| 52587386 | 2 | < 0.1% | |
| 10986246 | 2 | < 0.1% | |
| Other values (77670) | 77918 | > 99.9% |
| Value | Count | Frequency (%) | |
| 1227215 | 1 | < 0.1% | |
| 1384004 | 1 | < 0.1% | |
| 1594528 | 1 | < 0.1% | |
| 1896467 | 1 | < 0.1% | |
| 2096249 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 208921670 | 1 | < 0.1% | |
| 201021055 | 1 | < 0.1% | |
| 200750467 | 1 | < 0.1% | |
| 197752153 | 1 | < 0.1% | |
| 197628454 | 1 | < 0.1% |
| Distinct count | 1035 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 244.27753473514053 |
|---|---|
| Minimum | 0 |
| Maximum | 114998 |
| Zeros | 70053 |
| Zeros (%) | 89.9% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 163 |
| Maximum | 114998 |
| Range | 114998 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3791.086831 |
|---|---|
| Coefficient of variation (CV) | 15.51958855 |
| Kurtosis | 540.5498207 |
| Mean | 244.2775347 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.44607899 |
| Sum | 19040701 |
| Variance | 14372339.36 |
| Value | Count | Frequency (%) | |
| 0 | 70053 | 89.9% | |
| 10 | 1134 | 1.5% | |
| 27 | 509 | 0.7% | |
| 78 | 507 | 0.7% | |
| 95 | 362 | 0.5% | |
| 44 | 319 | 0.4% | |
| 214 | 253 | 0.3% | |
| 112 | 237 | 0.3% | |
| 146 | 213 | 0.3% | |
| 197 | 212 | 0.3% | |
| Other values (1025) | 4148 | 5.3% |
| Value | Count | Frequency (%) | |
| 0 | 70053 | 89.9% | |
| 10 | 1134 | 1.5% | |
| 22 | 15 | < 0.1% | |
| 27 | 509 | 0.7% | |
| 34 | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 114998 | 1 | < 0.1% | |
| 111105 | 1 | < 0.1% | |
| 110623 | 1 | < 0.1% | |
| 107228 | 1 | < 0.1% | |
| 106498 | 1 | < 0.1% |
Value.10
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 609.0 KiB |
| None | |
|---|---|
| AMG | |
| Kripke | |
| Quicksilver | |
| PENNANT | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| None | 23661 | 30.4% | |
| AMG | 12118 | 15.5% | |
| Kripke | 9052 | 11.6% | |
| Quicksilver | 8785 | 11.3% | |
| PENNANT | 8718 | 11.2% | |
| linpack | 8009 | 10.3% | |
| LAMMPS | 7604 | 9.8% |
Length
| Max length | 11 |
|---|---|
| Median length | 6 |
| Mean length | 5.704619806 |
| Min length | 3 |
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.332828716948696 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 23661 |
| Zeros (%) | 30.4% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.092847849 |
|---|---|
| Coefficient of variation (CV) | 0.8971288092 |
| Kurtosis | -1.205780872 |
| Mean | 2.332828717 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.3879968827 |
| Sum | 181837 |
| Variance | 4.380012119 |
| Value | Count | Frequency (%) | |
| 0 | 23661 | 30.4% | |
| 2 | 12118 | 15.5% | |
| 1 | 9052 | 11.6% | |
| 5 | 8785 | 11.3% | |
| 3 | 8718 | 11.2% | |
| 6 | 8009 | 10.3% | |
| 4 | 7604 | 9.8% |
| Value | Count | Frequency (%) | |
| 0 | 23661 | 30.4% | |
| 1 | 9052 | 11.6% | |
| 2 | 12118 | 15.5% | |
| 3 | 8718 | 11.2% | |
| 4 | 7604 | 9.8% |
| Value | Count | Frequency (%) | |
| 6 | 8009 | 10.3% | |
| 5 | 8785 | 11.3% | |
| 4 | 7604 | 9.8% | |
| 3 | 8718 | 11.2% | |
| 2 | 12118 | 15.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Benutzerdefiniert | Value | Value.1 | Value.2 | Value.3 | Value.4 | Value.5 | Value.6 | Value.7 | Value.8 | Value.9 | Value.10 | Running App ID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 390396 | 1134932618 | 28448 | 52000 | 92216813912 | 54000 | 64812367466 | 90457512 | 7795427 | 0 | None | 0 |
| 1 | 1 | 390396 | 1620968667 | 28448 | 53000 | 92293212642 | 54000 | 64888313621 | 90457512 | 11080102 | 129 | None | 0 |
| 2 | 2 | 390396 | 1539452092 | 28448 | 53000 | 92368885300 | 54000 | 64964379406 | 90458024 | 10530033 | 129 | None | 0 |
| 3 | 3 | 390396 | 1343326438 | 28448 | 53000 | 92444558934 | 54000 | 65030296778 | 90458024 | 9215962 | 129 | None | 0 |
| 4 | 4 | 390396 | 1093185204 | 28448 | 52000 | 92518150604 | 54000 | 65090359125 | 90458024 | 7480787 | 129 | None | 0 |
| 5 | 5 | 390396 | 1611253190 | 28448 | 53000 | 92595280472 | 55000 | 65166250044 | 90458024 | 11001029 | 129 | None | 0 |
| 6 | 6 | 390396 | 1526629745 | 28448 | 53000 | 92672638489 | 55000 | 65235131886 | 90458024 | 10479566 | 129 | None | 0 |
| 7 | 7 | 390396 | 1487223420 | 28448 | 52000 | 92749925706 | 55000 | 65301050480 | 90458024 | 10153395 | 129 | None | 0 |
| 8 | 8 | 390396 | 1226410751 | 28448 | 52000 | 92825235816 | 54000 | 65360512058 | 90458024 | 8424095 | 129 | None | 0 |
| 9 | 9 | 390396 | 1573260728 | 28448 | 53000 | 92902141503 | 55000 | 65434846768 | 90458024 | 10720785 | 129 | None | 0 |
Last rows
| Benutzerdefiniert | Value | Value.1 | Value.2 | Value.3 | Value.4 | Value.5 | Value.6 | Value.7 | Value.8 | Value.9 | Value.10 | Running App ID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 77937 | 77937 | 493664 | 1722389072 | 28496 | 55000 | 165623261611 | 54000 | 152067285999 | 90399188 | 13949625 | 0 | None | 0 |
| 77938 | 77938 | 419616 | 921384967 | 28480 | 52000 | 165686135229 | 54000 | 152124613184 | 90477504 | 7906608 | 0 | None | 0 |
| 77939 | 77939 | 419612 | 1516695839 | 28400 | 53000 | 165761777064 | 54000 | 152200243239 | 90477792 | 10383036 | 0 | None | 0 |
| 77940 | 77940 | 419596 | 1288730196 | 28400 | 52000 | 165834891074 | 55000 | 152266494596 | 90478040 | 8821422 | 0 | None | 0 |
| 77941 | 77941 | 419184 | 1494579085 | 28368 | 53000 | 165912275092 | 54000 | 152339133814 | 90479136 | 10251292 | 435 | None | 0 |
| 77942 | 77942 | 419184 | 1386513045 | 28368 | 53000 | 165986851012 | 54000 | 152401802721 | 90479136 | 9435143 | 0 | None | 0 |
| 77943 | 77943 | 418884 | 1649403785 | 28320 | 53000 | 166064672346 | 54000 | 152470711724 | 90479044 | 11243789 | 0 | None | 0 |
| 77944 | 77944 | 418884 | 1305485883 | 28320 | 52000 | 166138767005 | 54000 | 152531293295 | 90479044 | 8940931 | 0 | None | 0 |
| 77945 | 77945 | 418884 | 1726061895 | 28320 | 52000 | 166216534628 | 54000 | 152604656877 | 90479044 | 11754760 | 0 | None | 0 |
| 77946 | 77946 | 418884 | 1726061895 | 28320 | 52000 | 166216534628 | 54000 | 152604656877 | 90479044 | 11754760 | 0 | None | 0 |